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A Survey of Methods for Addressing Class Imbalance in Deep-Learning
  Based Natural Language Processing
v1v2 (latest)

A Survey of Methods for Addressing Class Imbalance in Deep-Learning Based Natural Language Processing

Conference of the European Chapter of the Association for Computational Linguistics (EACL), 2022
10 October 2022
Sophie Henning
William H. Beluch
Kangyang Luo
Annemarie Friedrich
ArXiv (abs)PDFHTML

Papers citing "A Survey of Methods for Addressing Class Imbalance in Deep-Learning Based Natural Language Processing"

11 / 11 papers shown
Adapting Language Balance in Code-Switching Speech
Adapting Language Balance in Code-Switching Speech
Enes Yavuz Ugan
Ngoc-Quan Pham
A. Waibel
97
0
0
21 Oct 2025
Extrapolated Markov Chain Oversampling Method for Imbalanced Text Classification
Extrapolated Markov Chain Oversampling Method for Imbalanced Text Classification
Aleksi Avela
Pauliina Ilmonen
104
0
0
02 Sep 2025
What makes a good metric? Evaluating automatic metrics for text-to-image
  consistency
What makes a good metric? Evaluating automatic metrics for text-to-image consistency
Candace Ross
Melissa Hall
Adriana Romero Soriano
Adina Williams
395
10
0
18 Dec 2024
Class-Aware Contrastive Optimization for Imbalanced Text Classification
Class-Aware Contrastive Optimization for Imbalanced Text Classification
Grigorii Khvatskii
Nuno Moniz
Khoa D. Doan
Nitesh Chawla
185
2
0
29 Oct 2024
IAI Group at CheckThat! 2024: Transformer Models and Data Augmentation
  for Checkworthy Claim Detection
IAI Group at CheckThat! 2024: Transformer Models and Data Augmentation for Checkworthy Claim DetectionConference and Labs of the Evaluation Forum (CLEF), 2024
Peter Roysland Aarnes
Vinay Setty
Petra Galusčáková
236
5
0
02 Aug 2024
Reshaping Free-Text Radiology Notes Into Structured Reports With
  Generative Transformers
Reshaping Free-Text Radiology Notes Into Structured Reports With Generative Transformers
Laura Bergomi
T. M. Buonocore
Paolo Antonazzo
Lorenzo Alberghi
Riccardo Bellazzi
Lorenzo Preda
Chandra Bortolotto
Enea Parimbelli
MedIm
139
9
0
27 Mar 2024
Deep Dive into the Language of International Relations: NLP-based
  Analysis of UNESCO's Summary Records
Deep Dive into the Language of International Relations: NLP-based Analysis of UNESCO's Summary RecordsACM Cyber-Physical System Security Workshop (CSS), 2023
Joanna Wojciechowska
Mateusz Sypniewski
Maria Śmigielska
Igor Kamiñski
Emilia Wisnios
Hanna Schreiber
Bartosz Pieliñski
154
3
0
31 Jul 2023
MuLMS-AZ: An Argumentative Zoning Dataset for the Materials Science
  Domain
MuLMS-AZ: An Argumentative Zoning Dataset for the Materials Science Domain
Timo Pierre Schrader
Teresa Burkle
Sophie Henning
Sherry Tan
Matteo Finco
Stefan Grünewald
Maira Indrikova
Felix Hildebrand
Annemarie Friedrich
AI4CE
146
1
0
05 Jul 2023
Fill-Up: Balancing Long-Tailed Data with Generative Models
Fill-Up: Balancing Long-Tailed Data with Generative Models
Joonghyuk Shin
Minguk Kang
Jaesik Park
301
41
0
12 Jun 2023
Class-Imbalanced Learning on Graphs: A Survey
Class-Imbalanced Learning on Graphs: A SurveyACM Computing Surveys (ACM Comput. Surv.), 2023
Yihong Ma
Yijun Tian
Nuno Moniz
Nitesh Chawla
240
42
0
09 Apr 2023
Paraphrase Identification with Deep Learning: A Review of Datasets and
  Methods
Paraphrase Identification with Deep Learning: A Review of Datasets and MethodsIEEE Access (IEEE Access), 2022
Chao Zhou
Cheng Qiu
Daniel Ernesto Acuna
297
34
0
13 Dec 2022
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